shaadclt / Gemini-LangChain-MultiPDF-Chatbot

Gemini-Powered-MultiPDF-Chatbot is a Streamlit application that leverages Google Generative AI Gemini and LangChain for conversational question-answering based on PDF documents. This chatbot allows users to ask questions related to the content of uploaded PDF files.

Gemini-Powered-MultiPDF-Chatbot

Gemini-Powered-MultiPDF-Chatbot is a Streamlit application that leverages Google Generative AI Gemini and LangChain for conversational question-answering based on PDF documents. This chatbot allows users to ask questions related to the content of uploaded PDF files.

Features

• Conversational Chatbot: Utilizes Google Generative AI for conversational question-answering.
• PDF Processing: Extracts text from uploaded PDF files.
• Vectorization: Converts text chunks into embeddings for efficient similarity search.
• User Interaction: Users can ask questions related to the content of PDF files.

Usage

1. Installation Clone the repository:

git clone https://github.com/shaadclt/Gemini-Powered-MultiPDF-Chatbot.git
cd Gemini-Powered-MultiPDF-Chatbot

2. Install dependencies:

pip install -r requirements.txt

3. Running the Application

streamlit run app.py

Usage Instructions

1. Upload PDF files using the file uploader.
2. Ask questions related to the content of the PDF files in the text input box.
3. Click "Submit & Process" to extract text from the uploaded PDF files and process the user's question.
4. The chatbot will provide an answer based on the context of the uploaded PDF files.

Dependencies

• Streamlit
• PyPDF2
• langchain
• Google Generative AI
• python-dotenv

License

This project is licensed under the MIT License.